Ask Multi-layered Questions

Sometimes your business question is too complex for AskCorral to answer in one go — especially if it spans multiple sources, datasets, or stages in the funnel. AskCorral works best when you ask smaller, focused questions first, then combine them into a final, synthesized prompt.

Example: “What is the cost per SQL from paid LinkedIn campaigns targeting enterprise leads in Q2, and how does that compare to Q1?”

This question involves four different layers:

1. Spend from LinkedIn Ads

2. Leads filtered by campaign and segment

3. Funnel progression to SQL

4. Time-based comparison

Trying to write this all at once may fail or return the wrong results. So, break it down.

How it works:

Understand spend by asking: “What was the total LinkedIn Ads spend for Q1 and Q2?”

Get lead counts by asking: “How many leads came from LinkedIn Ads in Q1 and Q2?”

Filter to enterprise leads by asking: “How many of those LinkedIn leads were from enterprise accounts?”

Funnel progression to SQL by asking: “Of those enterprise LinkedIn leads, how many became SQLs in Q1 vs Q2?”

Synthesize all data with the prompt: “What was the cost per SQL for LinkedIn enterprise leads in Q1 and Q2?” (Use previous answers: divide spend by SQL count.)